How to solve YellowbrickTypeError: The supplied model is not a clustering estimator; try a classifier or regression score visualizer instead?

Question

I am trying to visualize the silhouette score for the fuzzy c-means clustering method using yellowbrick's silhouette visualizer. This same code works perfectly fine for k-means clustering. However, it provides the following error for the fuzzy c-means clustering method.

import matplotlib.pyplot as plt
from fcmeans import FCM
from yellowbrick.cluster import SilhouetteVisualizer

model = FCM(n_clusters=5, random_state=0)
visualizer = SilhouetteVisualizer(model, colors='yellowbrick')

visualizer.fit(X)        
visualizer.show()

error:

 YellowbrickTypeError                      Traceback (most recent call last)
 Input In [24], in <cell line: 6>()
  3 from yellowbrick.cluster import SilhouetteVisualizer
  5 model = FCM(n_clusters=5, random_state=0)
  ----> 6 visualizer = SilhouetteVisualizer(model, colors='yellowbrick')
    8 visualizer.fit(X)        
    9 visualizer.show()

File C:\ProgramData\Anaconda3\lib\site-packages\yellowbrick\cluster\silhouette.py:118, in SilhouetteVisualizer.__init__(self, estimator, ax, colors, is_fitted, **kwargs)
115 def __init__(self, estimator, ax=None, colors=None, is_fitted="auto", **kwargs):
116 
117     # Initialize the visualizer bases
--> 118     super(SilhouetteVisualizer, self).__init__(estimator, ax=ax, **kwargs)
120     # Visual Properties
121     # Use colors if it is given, otherwise attempt to use colormap which
122     # which will override colors. If neither is found, default to None.
123     # The colormap may yet still be found in resolve_colors
124     self.colors = colors

File C:\ProgramData\Anaconda3\lib\site-packages\yellowbrick\cluster\base.py:45, in 
 ClusteringScoreVisualizer.__init__(self, estimator, ax, fig, force_model, **kwargs)
 43 def __init__(self, estimator, ax=None, fig=None, force_model=False, **kwargs):
 44     if not force_model and not isclusterer(estimator):
 ---> 45         raise YellowbrickTypeError(
 46             "The supplied model is not a clustering estimator; try a "
 47             "classifier or regression score visualizer instead!"
 48         )
 49     self.force_model = force_model
 50     super(ClusteringScoreVisualizer, self).__init__(
 51         estimator, ax=ax, fig=fig, **kwargs
 52     )

YellowbrickTypeError: The supplied model is not a clustering estimator; try a classifier or regression score visualizer instead! Kindly help me in solving this issue.